#optimizers — Search

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Lorenza: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Ad... Yehonathan Refael, Iftach Arbel, Ofir Lindenbaum, Tom Tirer. Action editor: Robert Gower. openreview.net/forum?id=YyA51… #optimizers #memory #optimizer

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Accepted papers at TMLR @TmlrPub · Mar 9

AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning Ioannis Tsingalis, Constantine Kotropoulos, Corentin Briat. Action editor: Yi Zhou. openreview.net/forum?id=pZBQ7… #regularization #optimizers #regularized

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Certified papers at TMLR @TmlrCert · Mar 6

New #J2CCertification: AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning Ioannis Tsingalis, Constantine Kotropoulos, Corentin Briat openreview.net/forum?id=pZBQ7… #regularization #optimizers #regularized

Danish Sheikh @sheikhd811 · Mar 1

Replying to @sheikhd811

#MachineLearning #optimizers #ML #Deeplearning

ClearSpot.ai @Clearspotai · Feb 1

Are your solar panels secretly losing you money? “Maximize Solar Profits Now,” #SolarEnergy #SolarPanels #Optimizers #SolarProfits #CleanEnergy #Renewables

Saleh Ashkboos @AshkboosSaleh · Jan 26

Our study on #optimizers and #quantization is accepted #ICLR26 @iclr_conf

Saleh Ashkboos @AshkboosSaleh · Sep 30, 2025

Happy to share our new study on the interaction between #optimizers and #quantization! We show how optimizer choice affects quantized model quality and why outlier-based metrics (like Kurtosis and MMR) often fail to predict performance. Paper: arxiv.org/pdf/2509.23500 [1/5]

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New Submissions to TMLR @TmlrSub · Jan 25

Convergence Bound and Critical Batch Size of Muon Optimizer openreview.net/forum?id=31oMH… #muon #optimizers #optimizer

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New Submissions to TMLR @TmlrSub · Jan 3

Solving Constrained Optimization Problems as ODE-based Models Using Reinforcement Learning openreview.net/forum?id=QW0ZX… #optimizers #flow #optimize

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New Submissions to TMLR @TmlrSub · Dec 9, 2025

Lorenza: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM openreview.net/forum?id=YyA51… #optimizers #memory #optimizer

145

New Submissions to TMLR @TmlrSub · Nov 13, 2025

AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning openreview.net/forum?id=pZBQ7… #optimizers #regularization #optimizer

181

Certified papers at TMLR @TmlrCert · Oct 25, 2025

New #J2CCertification: Celo: Training Versatile Learned Optimizers on a Compute Diet Abhinav Moudgil, Boris Knyazev, Guillaume Lajoie, Eugene Belilovsky openreview.net/forum?id=SLqJb… #optimizers #optimizer #learned

Certified papers at TMLR @TmlrCert · Oct 23, 2025

New #J2CCertification: Low-rank Momentum Factorization for Memory Efficient Training Pouria Mahdavinia, Mehrdad Mahdavi openreview.net/forum?id=W3D3T… #optimizers #sgd #optimizer

Bhushan Deshmukh @Bhushan20286024 · Oct 7, 2025

🧠 Just learned the brain behind how AI learns -Optimizers! Explored: - Gradient Descent - SGD & Mini-Batch SGD - Momentum, Adagrad, RMSProp, Adam Each one’s a different learning style — from careful climber to jetpack hiker #AI #DeepLearning #Optimizers #GradientDescent

Accepted papers at TMLR @TmlrPub · Oct 6, 2025

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao et al.. Action editor: Masashi Sugiyama. openreview.net/forum?id=kZLAN… #vision #recognition #optimizers

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Journal of Machine Learning Research @JmlrOrg · Oct 5, 2025

'Data-Driven Performance Guarantees for Classical and Learned Optimizers', by Rajiv Sambharya, Bartolomeo Stellato. jmlr.org/papers/v26/24-… #optimizers #optimization #minimize

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